儿童机动车碰撞后EMS转运决策因素数据集

数据集获取（Figshare）

• 源站标题：Factors associated with EMS transport decisions for pediatric patients after motor vehicle collisions
• DOI：10.6084/m9.figshare.13165406.v1
• 发布日期：2020-10-29
• 文件数：5 个
• 文件总体积：66.95 KB
• 源站页面：https://tandf.figshare.com/articles/dataset/Factors_associated_with_EMS_transport_decisions_for_pediatric_patients_after_motor_vehicle_collisions/13165406

命令行下载

curl -L -o "Appendix_1-ICD10_codes.xlsx" "https://ndownloader.figshare.com/files/25318136"
curl -L -o "Appendix_2-Full_Table_1.xlsx" "https://ndownloader.figshare.com/files/25318139"
curl -L -o "Appendix_3-Full_MICE.xlsx" "https://ndownloader.figshare.com/files/25318142"
curl -L -o "Appendix_4-Full-No_imp.xlsx" "https://ndownloader.figshare.com/files/25318145"
curl -L -o "Appendix_5-Full-Mean_imp.xlsx" "https://ndownloader.figshare.com/files/25318148"

文件清单

• Appendix_1-ICD10_codes.xlsx（17.11 KB）
• Appendix_2-Full_Table_1.xlsx（13.86 KB）
• Appendix_3-Full_MICE.xlsx（11.90 KB）
• Appendix_4-Full-No_imp.xlsx（11.87 KB）
• Appendix_5-Full-Mean_imp.xlsx（12.21 KB）

文件总体积 66.95 KB（源站 API 实测）。

数据加载示例（图像类）

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

Prehospital non-transport events occur when emergency medicine service (EMS) providers respond to a scene, but the patient is ultimately not transported to a hospital for evaluation. The objective of this study was to determine the rate of non-transport of pediatric patients who were involved in a motor vehicle collision (MVC) and the factors associated with non-transport decisions.
We searched the National Emergency Medical Services Information System (NEMSIS) database using ICD-10 mechanism of injury codes to identify cases in which EMS responded to a pediatric occupant (age We identified 92,254 pediatric patients who were evaluated by EMS after an MVC, of which 31,404 (34.0%) were not transported to a hospital for evaluation. In our adjusted analysis, the factors associated with non-transport were age 16 years, male sex, normal Glasgow Coma Scale (GCS = 15), level of training of EMS providers, response time later than 6 a.m., and region of the country. GCS was the most important factor, with only 3.0% (108/3,616) of patients not transported who had abnormal GCS ( Pediatric patients were not transported after EMS responded to an MVC in approximately one-third of cases, and there was considerable variation in the rate of non-transports based on geographic region, provider level, and time of day. The majority of non-transports occurred because patients were discharged against medical advice or the patient/caregiver refused transport, which may indicate conflicting priorities between EMS providers and patients.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.13165406.v1（source: https://tandf.figshare.com/articles/dataset/Factors_associated_with_EMS_transport_decisions_for_pediatric_patients_after_motor_vehicle_collisions/13165406）。